{"id":"W4401019474","doi":"10.34925/eip.2023.161.12.249","title":"PROSPECTS FOR THE DEVELOPMENT OF INTEGRATED AQUACULTURE","year":2024,"lang":"ru","type":"article","venue":"Экономика и предпринимательство","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquaculture; Business; Fishery; Fish <Actinopterygii>; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004586079,0.0008124979,0.0005966384,0.000873386,0.001056296,0.004885274,0.001750237,0.003343137,0.03224054],"category_scores_gemma":[0.003444118,0.0002089235,0.001036824,0.001170484,0.001910824,0.004253826,0.004844632,0.001989583,0.005865558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003178808,"about_ca_system_score_gemma":0.01935148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005971416,"about_ca_topic_score_gemma":0.004814374,"domain_scores_codex":[0.9982617,0.0004808932,0.00008492958,0.0002551909,0.0005198045,0.0003973543],"domain_scores_gemma":[0.9977259,0.0002454078,0.0002315167,0.0002207707,0.0009216817,0.0006547355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002979431,0.0004527904,0.003875554,0.001683473,0.0001069156,0.0005182848,0.0005743738,0.003892343,0.006460199,0.3280844,0.05885229,0.5952014],"study_design_scores_gemma":[0.00007813454,0.000368447,0.00483245,0.001197822,0.0000513738,0.0002893443,0.001280005,0.002802797,0.001520701,0.1126776,0.8748569,0.00004451428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03480026,0.1624435,0.1136706,0.2153518,0.007653907,0.000648497,0.001033035,0.002823726,0.4615748],"genre_scores_gemma":[0.4227915,0.1674341,0.1971042,0.0244142,0.002047203,0.001066001,0.002490134,0.0002486742,0.182404],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03224054,"threshold_uncertainty_score":0.1078554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.052731362966003,"score_gpt":0.2677091041283479,"score_spread":0.2149777411623449,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}